| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | marte2.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP6W34M/3JM4A4E |
| Repository | sid.inpe.br/marte2/2015/06.15.15.07.24 |
| Last Update | 2015:06.15.15.07.24 (UTC) banon |
| Metadata Repository | sid.inpe.br/marte2/2015/06.15.15.07.25 |
| Metadata Last Update | 2018:06.06.03.20.14 (UTC) administrator |
| ISBN | 978-85-17-0076-8 |
| Label | 504 |
| Citation Key | BendiniGKMTESF:2015:EfImFu |
| Title | Effects of Image Fusion Methods on Sugarcane Classification with Landsat-8 Imagery  |
| Format | Internet |
| Year | 2015 |
| Access Date | 2024, Apr. 25 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 1364 KiB |
| 2. Context | |
| Author | 1 Bendini, Hugo do Nascimento 2 Girolamo Neto, Cesare Di 3 Korting, Thales Sehn 4 Marujo, Rennan de Freitas Bezerra 5 Trabaquini, Kleber 6 Eberhardt, Isaque Daniel Rocha 7 Sanches, Ieda Del Arco 8 Fonseca, Leila Maria Garcia |
| Resume Identifier | 1 2 3 4 5 6 7 8 8JMKD3MGP5W/3C9JHLD |
| Group | 1 SER-SRE-SPG-INPE-MCTI-GOV-BR 2 SER-SRE-SPG-INPE-MCTI-GOV-BR 3 DPI-OBT-INPE-MCTI-GOV-BR 4 SER-SRE-SPG-INPE-MCTI-GOV-BR 5 6 7 DSR-OBT-INPE-MCTI-GOV-BR 8 OBT-OBT-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 6 7 Instituto Nacional de Pesquisas Espaciais (INPE) 8 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 hbendini@dsr.inpe.br |
| Editor | Gherardi, Douglas Francisco Marcolino Aragão, Luiz Eduardo Oliveira e Cruz de |
| e-Mail Address | wanderf@dsr.inpe.br |
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 17 (SBSR) |
| Conference Location | João Pessoa |
| Date | 25-29 abr. 2015 |
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) |
| Publisher City | São José dos Campos |
| Pages | 2498-2505 |
| Book Title | Anais |
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) |
| History (UTC) | 2015-06-15 15:07:25 :: banon -> administrator :: 2018-06-06 03:20:14 :: administrator -> simone :: 2015 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Abstract | The culture of sugarcane has great importance in the brazilian agribusiness. Remote sensing images have been tradicionally used on manual mapping of sugarcane fields. Manual classification is a laborious and time-consuming task, especially given the size of the territory, and it is still necessary to assess the quality of the maps. Image fusion can improve the identification and mapping of surface features. The computational data mining methodology demonstrates high potential for application in areas related to crop mapping and several classification techniques can be used. Most studies on fusion of remote sensing images have focused on the analysis of spectral and spatial quality of the products obtained by different algorithms, however, once classification is applied on these products, it is important to analyze the impact of fusion in the classification. In the literature there are few studies on this topic, especially considering the Landsat-8. In this context, we evaluated five pansharpening methods - Intensity-Hue-Saturation (IHS), Principal Components (PC), Gran-Schmidt (GS), Discrete Wavelet Transform (DWT) and DWT+IHS for the classification of sugarcane fields in a Landsat-8 image (bands 4, 5 and 6). The Support Vector Machine (SVM) algorithm was used to perform a target detection of sugarcane, using a binary classification. The samples used were selected based on a field survey realized on the study area. The best fusion techniques were the DWT+IHS, DWT and IHS, which obtained higher Universal Image Quality Index (UIQI) and Spatial Relative Dimensionless Global Error in Synthesis (SERGAS) values. However, considering the effects on classification, the GS fusion showed better results than other methods. |
| Area | SRE |
| Type | Processamento de imagens |
| Arrangement 1 | urlib.net > BDMCI > Fonds > SBSR > SBSR 17 > Effects of Image... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > SBSR 17 > Effects of Image... |
| Arrangement 3 | Projeto Memória 60... > Livros e livros editados > SBSR 17 > Effects of Image... |
| Arrangement 4 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Effects of Image... |
| Arrangement 5 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > Effects of Image... |
| Arrangement 6 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > CGOBT > Effects of Image... |
| Arrangement 7 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > SER > Effects of Image... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/8JMKD3MGP6W34M/3JM4A4E |
| zipped data URL | http://urlib.net/zip/8JMKD3MGP6W34M/3JM4A4E |
| Language | pt |
| Target File | p0504.pdf |
| User Group | banon |
| Visibility | shown |
| 5. Allied materials | |
| Mirror Repository | urlib.net/www/2011/03.29.20.55 |
| Next Higher Units | 8JMKD3MGP6W34M/3JJLLP2 8JMKD3MGPCW/3EQCCU5 8JMKD3MGPCW/3ER446E 8JMKD3MGPCW/3EU2H28 8JMKD3MGPCW/3F3NU5S |
| Citing Item List | sid.inpe.br/marte2/2015/05.31.21.54 5 sid.inpe.br/bibdigital/2013/09.09.15.05 1 sid.inpe.br/bibdigital@80/2006/04.07.15.50.13 1 |
| Host Collection | dpi.inpe.br/marte2/2013/05.17.15.03.06 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition issn keywords lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype url versiontype volume |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |